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A New Heuristic Algorithm for Optimizing PID Controller On AVR Systems
[ A. Afroomand ] - Department of Electrical Engineering, Shahid Bahonar University Kerman [ A.A Gharaveisi ] - Department of Electrical Engineering, Shahid Bahonar University Kerman – Iran [ F Mohseni Pour ] - Department of Electrical Engineering, Shahid Bahonar University Kerman – Iran
In recent years, Evolutionary Algorithms(EA's) are used in solving many numerical optimization problems and their strengths and weaknesses identified and new strategies for improving them are provided. This paper introduces the Vectors Swarm Optimization Algorithm (VSO) and tryout on a PID controller of a Automatic Voltage Regulator (AVR) Systems. Although the idea of new algorithm is very simple and looks easy, but yet there are no exact theory to respond to assess the high speed and accuracy algorithm. The proposed algorithm’s perform on the vectors in the D dimension space so that each vector represents the answer of problem. These vectors by appropriated orientation during algorithm process converge to global optimization. The performance results of optimized PID controller on a AVR Systems by VSO algorithm show that the algorithm converge is quickly and more accurately than other methods.
Vectors Swarm Optimization(VSO), PID Controller, Automatic Voltage Regulator(AVR)